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Author

Xiao-Ran Ma

2 papers indexed here

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Conference Sep 2026

Design and testing of a bottle liquid level detection system based on the integration of YOLOv8 and image processing

Address the low efficiency of manual inspection on beverage filling lines and the poor adaptability of traditional vision methods in complex scenarios, this study presents an intelligent liquid level detection system that integrates YOLOv8 with image processing. The hardware uses an industrial CMOS camera and an LED ba...

Xiao-Ran Ma, Meng-Zhu Cheng · 0 citations
Conference Open access Jul 2026

Collaborative Governance and Algorithmic Accountability: Regulating Risks and Restructuring Organizations for AI Integration

A normative analysis of thirteen recent studies on the challenges of technology implementation, ethical trust, and legal regulation suggests that the current governance dilemma stems not only from technological limitations but also from institutional neglect, which enables accountability avoidance.

Xiao-Ran Ma · 0 citations

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